Overview

Brought to you by YData

Dataset statistics

Number of variables	141
Number of observations	707
Missing cells	83352
Missing cells (%)	83.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	778.9 KiB
Average record size in memory	1.1 KiB

Variable types

Categorical	19
Text	4
Boolean	4
Numeric	10
Unsupported	104

Alerts

`body_site` has constant value "stool"	Constant
`antibiotics_current_use` has constant value "False"	Constant
`non_westernized` has constant value "False"	Constant
`sequencing_platform` has constant value "IlluminaHiSeq"	Constant
`population` has constant value "Dutch"	Constant
`BMI` is highly overall correlated with `DNA_extraction_kit` and 3 other fields	High correlation
`DNA_extraction_kit` is highly overall correlated with `BMI` and 25 other fields	High correlation
`PMID` is highly overall correlated with `BMI` and 25 other fields	High correlation
`age` is highly overall correlated with `DNA_extraction_kit` and 4 other fields	High correlation
`age_category` is highly overall correlated with `DNA_extraction_kit` and 18 other fields	High correlation
`birth_weight` is highly overall correlated with `DNA_extraction_kit` and 11 other fields	High correlation
`born_method` is highly overall correlated with `DNA_extraction_kit` and 9 other fields	High correlation
`breastfeeding_duration` is highly overall correlated with `DNA_extraction_kit` and 9 other fields	High correlation
`country` is highly overall correlated with `DNA_extraction_kit` and 21 other fields	High correlation
`curator` is highly overall correlated with `BMI` and 25 other fields	High correlation
`days_from_first_collection` is highly overall correlated with `DNA_extraction_kit` and 10 other fields	High correlation
`disease` is highly overall correlated with `DNA_extraction_kit` and 19 other fields	High correlation
`disease_subtype` is highly overall correlated with `DNA_extraction_kit` and 9 other fields	High correlation
`family_role` is highly overall correlated with `DNA_extraction_kit` and 15 other fields	High correlation
`feeding_practice` is highly overall correlated with `DNA_extraction_kit` and 11 other fields	High correlation
`fobt` is highly overall correlated with `DNA_extraction_kit` and 4 other fields	High correlation
`formula_first_day` is highly overall correlated with `DNA_extraction_kit` and 10 other fields	High correlation
`gender` is highly overall correlated with `birth_weight`	High correlation
`gestational_age` is highly overall correlated with `DNA_extraction_kit` and 9 other fields	High correlation
`infant_age` is highly overall correlated with `DNA_extraction_kit` and 10 other fields	High correlation
`location` is highly overall correlated with `DNA_extraction_kit` and 7 other fields	High correlation
`median_read_length` is highly overall correlated with `DNA_extraction_kit` and 6 other fields	High correlation
`minimum_read_length` is highly overall correlated with `DNA_extraction_kit` and 13 other fields	High correlation
`number_bases` is highly overall correlated with `DNA_extraction_kit` and 5 other fields	High correlation
`number_reads` is highly overall correlated with `DNA_extraction_kit` and 6 other fields	High correlation
`pregnant` is highly overall correlated with `DNA_extraction_kit` and 14 other fields	High correlation
`study_condition` is highly overall correlated with `DNA_extraction_kit` and 19 other fields	High correlation
`study_name` is highly overall correlated with `BMI` and 25 other fields	High correlation
`median_read_length` is highly imbalanced (73.4%)	Imbalance
`antibiotics_current_use` has 626 (88.5%) missing values	Missing
`age` has 626 (88.5%) missing values	Missing
`infant_age` has 552 (78.1%) missing values	Missing
`NCBI_accession` has 355 (50.2%) missing values	Missing
`pregnant` has 436 (61.7%) missing values	Missing
`lactating` has 707 (100.0%) missing values	Missing
`BMI` has 627 (88.7%) missing values	Missing
`family` has 436 (61.7%) missing values	Missing
`treatment` has 707 (100.0%) missing values	Missing
`days_from_first_collection` has 436 (61.7%) missing values	Missing
`family_role` has 436 (61.7%) missing values	Missing
`born_method` has 552 (78.1%) missing values	Missing
`feeding_practice` has 556 (78.6%) missing values	Missing
`location` has 626 (88.5%) missing values	Missing
`diet` has 707 (100.0%) missing values	Missing
`travel_destination` has 707 (100.0%) missing values	Missing
`visit_number` has 707 (100.0%) missing values	Missing
`premature` has 707 (100.0%) missing values	Missing
`birth_weight` has 552 (78.1%) missing values	Missing
`gestational_age` has 552 (78.1%) missing values	Missing
`antibiotics_family` has 707 (100.0%) missing values	Missing
`disease_subtype` has 352 (49.8%) missing values	Missing
`days_after_onset` has 707 (100.0%) missing values	Missing
`creatine` has 707 (100.0%) missing values	Missing
`albumine` has 707 (100.0%) missing values	Missing
`hscrp` has 707 (100.0%) missing values	Missing
`ESR` has 707 (100.0%) missing values	Missing
`ast` has 707 (100.0%) missing values	Missing
`alt` has 707 (100.0%) missing values	Missing
`globulin` has 707 (100.0%) missing values	Missing
`urea_nitrogen` has 707 (100.0%) missing values	Missing
`BASDAI` has 707 (100.0%) missing values	Missing
`BASFI` has 707 (100.0%) missing values	Missing
`alcohol` has 707 (100.0%) missing values	Missing
`flg_genotype` has 707 (100.0%) missing values	Missing
`population` has 352 (49.8%) missing values	Missing
`menopausal_status` has 707 (100.0%) missing values	Missing
`lifestyle` has 707 (100.0%) missing values	Missing
`body_subsite` has 707 (100.0%) missing values	Missing
`uncurated_metadata` has 707 (100.0%) missing values	Missing
`tnm` has 707 (100.0%) missing values	Missing
`triglycerides` has 707 (100.0%) missing values	Missing
`hdl` has 707 (100.0%) missing values	Missing
`ldl` has 707 (100.0%) missing values	Missing
`hba1c` has 707 (100.0%) missing values	Missing
`change_in_tumor_size` has 707 (100.0%) missing values	Missing
`RECIST` has 707 (100.0%) missing values	Missing
`ORR` has 707 (100.0%) missing values	Missing
`smoker` has 707 (100.0%) missing values	Missing
`ever_smoker` has 707 (100.0%) missing values	Missing
`dental_sample_type` has 707 (100.0%) missing values	Missing
`history_of_periodontitis` has 707 (100.0%) missing values	Missing
`PPD_M` has 707 (100.0%) missing values	Missing
`PPD_B` has 707 (100.0%) missing values	Missing
`PPD_D` has 707 (100.0%) missing values	Missing
`PPD_L` has 707 (100.0%) missing values	Missing
`fobt` has 626 (88.5%) missing values	Missing
`disease_stage` has 707 (100.0%) missing values	Missing
`disease_location` has 707 (100.0%) missing values	Missing
`calprotectin` has 707 (100.0%) missing values	Missing
`HBI` has 707 (100.0%) missing values	Missing
`SCCAI` has 707 (100.0%) missing values	Missing
`mumps` has 707 (100.0%) missing values	Missing
`cholesterol` has 707 (100.0%) missing values	Missing
`c_peptide` has 707 (100.0%) missing values	Missing
`glucose` has 707 (100.0%) missing values	Missing
`creatinine` has 707 (100.0%) missing values	Missing
`bilubirin` has 707 (100.0%) missing values	Missing
`prothrombin_time` has 707 (100.0%) missing values	Missing
`wbc` has 707 (100.0%) missing values	Missing
`rbc` has 707 (100.0%) missing values	Missing
`hemoglobinometry` has 707 (100.0%) missing values	Missing
`FMT_role` has 707 (100.0%) missing values	Missing
`subcohort` has 707 (100.0%) missing values	Missing
`fmt_id` has 707 (100.0%) missing values	Missing
`remission` has 707 (100.0%) missing values	Missing
`dyastolic_p` has 707 (100.0%) missing values	Missing
`systolic_p` has 707 (100.0%) missing values	Missing
`insulin_cat` has 707 (100.0%) missing values	Missing
`adiponectin` has 707 (100.0%) missing values	Missing
`glp_1` has 707 (100.0%) missing values	Missing
`cd163` has 707 (100.0%) missing values	Missing
`il_1` has 707 (100.0%) missing values	Missing
`leptin` has 707 (100.0%) missing values	Missing
`fgf_19` has 707 (100.0%) missing values	Missing
`glutamate_decarboxylase_2_antibody` has 707 (100.0%) missing values	Missing
`HLA` has 707 (100.0%) missing values	Missing
`autoantibody_positive` has 707 (100.0%) missing values	Missing
`age_seroconversion` has 707 (100.0%) missing values	Missing
`age_T1D_diagnosis` has 707 (100.0%) missing values	Missing
`hitchip_probe_class` has 707 (100.0%) missing values	Missing
`previous_therapy` has 707 (100.0%) missing values	Missing
`performance_status` has 707 (100.0%) missing values	Missing
`toxicity_above_zero` has 707 (100.0%) missing values	Missing
`PFS12` has 707 (100.0%) missing values	Missing
`fasting_insulin` has 707 (100.0%) missing values	Missing
`fasting_glucose` has 707 (100.0%) missing values	Missing
`protein_intake` has 707 (100.0%) missing values	Missing
`stec_count` has 707 (100.0%) missing values	Missing
`shigatoxin_2_elisa` has 707 (100.0%) missing values	Missing
`stool_texture` has 707 (100.0%) missing values	Missing
`anti_PD_1` has 707 (100.0%) missing values	Missing
`ajcc` has 707 (100.0%) missing values	Missing
`smoke` has 707 (100.0%) missing values	Missing
`bristol_score` has 707 (100.0%) missing values	Missing
`hsCRP` has 707 (100.0%) missing values	Missing
`LDL` has 707 (100.0%) missing values	Missing
`mgs_richness` has 707 (100.0%) missing values	Missing
`ferm_milk_prod_consumer` has 707 (100.0%) missing values	Missing
`inr` has 707 (100.0%) missing values	Missing
`birth_control_pil` has 707 (100.0%) missing values	Missing
`c_section_type` has 707 (100.0%) missing values	Missing
`hla_drb12` has 707 (100.0%) missing values	Missing
`hla_dqa12` has 707 (100.0%) missing values	Missing
`hla_dqa11` has 707 (100.0%) missing values	Missing
`hla_drb11` has 707 (100.0%) missing values	Missing
`zigosity` has 707 (100.0%) missing values	Missing
`brinkman_index` has 707 (100.0%) missing values	Missing
`alcohol_numeric` has 707 (100.0%) missing values	Missing
`breastfeeding_duration` has 571 (80.8%) missing values	Missing
`formula_first_day` has 555 (78.5%) missing values	Missing
`ALT` has 707 (100.0%) missing values	Missing
`eGFR` has 707 (100.0%) missing values	Missing
`sample_id` has unique values	Unique
`number_reads` has unique values	Unique
`number_bases` has unique values	Unique
`lactating` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`treatment` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`diet` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`travel_destination` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`visit_number` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`premature` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`antibiotics_family` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`days_after_onset` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`creatine` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`albumine` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hscrp` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`ESR` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`ast` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`alt` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`globulin` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`urea_nitrogen` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`BASDAI` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`BASFI` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`alcohol` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`flg_genotype` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`menopausal_status` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`lifestyle` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`body_subsite` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`uncurated_metadata` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`tnm` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`triglycerides` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hdl` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`ldl` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hba1c` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`change_in_tumor_size` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`RECIST` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`ORR` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`smoker` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`ever_smoker` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`dental_sample_type` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`history_of_periodontitis` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`PPD_M` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`PPD_B` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`PPD_D` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`PPD_L` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`disease_stage` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`disease_location` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`calprotectin` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`HBI` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`SCCAI` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`mumps` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`cholesterol` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`c_peptide` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`glucose` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`creatinine` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`bilubirin` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`prothrombin_time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`wbc` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`rbc` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hemoglobinometry` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`FMT_role` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`subcohort` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`fmt_id` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`remission` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`dyastolic_p` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`systolic_p` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`insulin_cat` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`adiponectin` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`glp_1` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`cd163` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`il_1` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`leptin` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`fgf_19` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`glutamate_decarboxylase_2_antibody` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`HLA` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`autoantibody_positive` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`age_seroconversion` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`age_T1D_diagnosis` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hitchip_probe_class` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`previous_therapy` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`performance_status` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`toxicity_above_zero` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`PFS12` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`fasting_insulin` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`fasting_glucose` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`protein_intake` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`stec_count` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`shigatoxin_2_elisa` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`stool_texture` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`anti_PD_1` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`ajcc` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`smoke` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`bristol_score` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hsCRP` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`LDL` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`mgs_richness` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`ferm_milk_prod_consumer` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`inr` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`birth_control_pil` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`c_section_type` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hla_drb12` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hla_dqa12` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hla_dqa11` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hla_drb11` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`zigosity` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`brinkman_index` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`alcohol_numeric` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`ALT` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`eGFR` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`days_from_first_collection` has 69 (9.8%) zeros	Zeros

Reproduction

Analysis started	2025-03-30 01:12:46.396837
Analysis finished	2025-03-30 01:12:55.540996
Duration	9.14 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

study_name
Categorical

High correlation

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

VilaAV_2018	355
YassourM_2018	271
HanniganGD_2017	81

Length

Max length	15
Median length	11
Mean length	12.224894
Min length	11

Characters and Unicode

Total characters	8643
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HanniganGD_2017
2nd row	HanniganGD_2017
3rd row	HanniganGD_2017
4th row	HanniganGD_2017
5th row	HanniganGD_2017

Common Values

Value	Count	Frequency (%)
VilaAV_2018	355	50.2%
YassourM_2018	271	38.3%
HanniganGD_2017	81	11.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
vilaav_2018	355	50.2%
yassourm_2018	271	38.3%
hannigangd_2017	81	11.5%

Most occurring characters

Value	Count	Frequency (%)
a	788	9.1%
V	710	8.2%
0	707	8.2%
1	707	8.2%
_	707	8.2%
2	707	8.2%
8	626	7.2%
s	542	6.3%
i	436	5.0%
A	355	4.1%
Other values (12)	2358	27.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8643	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	788	9.1%
V	710	8.2%
0	707	8.2%
1	707	8.2%
_	707	8.2%
2	707	8.2%
8	626	7.2%
s	542	6.3%
i	436	5.0%
A	355	4.1%
Other values (12)	2358	27.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8643	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	788	9.1%
V	710	8.2%
0	707	8.2%
1	707	8.2%
_	707	8.2%
2	707	8.2%
8	626	7.2%
s	542	6.3%
i	436	5.0%
A	355	4.1%
Other values (12)	2358	27.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8643	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	788	9.1%
V	710	8.2%
0	707	8.2%
1	707	8.2%
_	707	8.2%
2	707	8.2%
8	626	7.2%
s	542	6.3%
i	436	5.0%
A	355	4.1%
Other values (12)	2358	27.3%

sample_id
Text

Unique

Distinct	707
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

Length

Max length	28
Median length	28
Mean length	17.659123
Min length	7

Characters and Unicode

Total characters	12485
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	707 ?
Unique (%)	100.0%

Sample

1st row	MG100208
2nd row	MG100207
3rd row	MG100206
4th row	MG100205
5th row	MG100204

Value	Count	Frequency (%)
mg100208	1	0.1%
egar00001763476_1000ibd00202	1	0.1%
mg100198	1	0.1%
mg100206	1	0.1%
mg100205	1	0.1%
mg100204	1	0.1%
mg100203	1	0.1%
mg100202	1	0.1%
mg100201	1	0.1%
mg100200	1	0.1%
Other values (697)	697	98.6%

Most occurring characters

Value	Count	Frequency (%)
0	3903	31.3%
1	1392	11.1%
3	771	6.2%
6	744	6.0%
G	707	5.7%
7	662	5.3%
2	552	4.4%
4	429	3.4%
D	355	2.8%
_	355	2.8%
Other values (9)	2615	20.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12485	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3903	31.3%
1	1392	11.1%
3	771	6.2%
6	744	6.0%
G	707	5.7%
7	662	5.3%
2	552	4.4%
4	429	3.4%
D	355	2.8%
_	355	2.8%
Other values (9)	2615	20.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12485	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3903	31.3%
1	1392	11.1%
3	771	6.2%
6	744	6.0%
G	707	5.7%
7	662	5.3%
2	552	4.4%
4	429	3.4%
D	355	2.8%
_	355	2.8%
Other values (9)	2615	20.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12485	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3903	31.3%
1	1392	11.1%
3	771	6.2%
6	744	6.0%
G	707	5.7%
7	662	5.3%
2	552	4.4%
4	429	3.4%
D	355	2.8%
_	355	2.8%
Other values (9)	2615	20.9%

subject_id
Text

Distinct	516
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

Length

Max length	19
Median length	16
Mean length	12.510608
Min length	6

Characters and Unicode

Total characters	8845
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	440 ?
Unique (%)	62.2%

Sample

1st row	HanniganGD_2017_A29
2nd row	HanniganGD_2017_A28
3rd row	HanniganGD_2017_A27
4th row	HanniganGD_2017_A26
5th row	HanniganGD_2017_A25

Value	Count	Frequency (%)
m0038c	5	0.7%
m0072c	5	0.7%
m0226c	5	0.7%
m1098c	5	0.7%
m0333c	5	0.7%
m0388c	5	0.7%
m0399c	5	0.7%
m0346c	5	0.7%
m0201c	5	0.7%
m0327c	5	0.7%
Other values (506)	657	92.9%

Most occurring characters

Value	Count	Frequency (%)
0	2400	27.1%
1	661	7.5%
_	517	5.8%
D	436	4.9%
M	387	4.4%
s	355	4.0%
B	355	4.0%
I	355	4.0%
b	355	4.0%
u	355	4.0%
Other values (16)	2669	30.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8845	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2400	27.1%
1	661	7.5%
_	517	5.8%
D	436	4.9%
M	387	4.4%
s	355	4.0%
B	355	4.0%
I	355	4.0%
b	355	4.0%
u	355	4.0%
Other values (16)	2669	30.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8845	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2400	27.1%
1	661	7.5%
_	517	5.8%
D	436	4.9%
M	387	4.4%
s	355	4.0%
B	355	4.0%
I	355	4.0%
b	355	4.0%
u	355	4.0%
Other values (16)	2669	30.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8845	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2400	27.1%
1	661	7.5%
_	517	5.8%
D	436	4.9%
M	387	4.4%
s	355	4.0%
B	355	4.0%
I	355	4.0%
b	355	4.0%
u	355	4.0%
Other values (16)	2669	30.2%

body_site
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

stool	707

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	3535
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	stool
2nd row	stool
3rd row	stool
4th row	stool
5th row	stool

Common Values

Value	Count	Frequency (%)
stool	707	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
stool	707	100.0%

Most occurring characters

Value	Count	Frequency (%)
o	1414	40.0%
s	707	20.0%
t	707	20.0%
l	707	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3535	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	1414	40.0%
s	707	20.0%
t	707	20.0%
l	707	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3535	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	1414	40.0%
s	707	20.0%
t	707	20.0%
l	707	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3535	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	1414	40.0%
s	707	20.0%
t	707	20.0%
l	707	20.0%

antibiotics_current_use
Boolean

Constant Missing

Distinct	1
Distinct (%)	1.2%
Missing	626
Missing (%)	88.5%
Memory size	1.5 KiB

False	81
(Missing)	626

Value	Count	Frequency (%)
False	81	11.5%
(Missing)	626	88.5%

study_condition
Categorical

High correlation

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

IBD	355
control	299
CRC	27
adenoma	26

Length

Max length	7
Median length	3
Mean length	4.8387553
Min length	3

Characters and Unicode

Total characters	3421
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	adenoma
2nd row	adenoma
3rd row	adenoma
4th row	adenoma
5th row	adenoma

Common Values

Value	Count	Frequency (%)
IBD	355	50.2%
control	299	42.3%
CRC	27	3.8%
adenoma	26	3.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ibd	355	50.2%
control	299	42.3%
crc	27	3.8%
adenoma	26	3.7%

Most occurring characters

Value	Count	Frequency (%)
o	624	18.2%
I	355	10.4%
B	355	10.4%
D	355	10.4%
n	325	9.5%
c	299	8.7%
t	299	8.7%
r	299	8.7%
l	299	8.7%
C	54	1.6%
Other values (5)	157	4.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3421	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	624	18.2%
I	355	10.4%
B	355	10.4%
D	355	10.4%
n	325	9.5%
c	299	8.7%
t	299	8.7%
r	299	8.7%
l	299	8.7%
C	54	1.6%
Other values (5)	157	4.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3421	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	624	18.2%
I	355	10.4%
B	355	10.4%
D	355	10.4%
n	325	9.5%
c	299	8.7%
t	299	8.7%
r	299	8.7%
l	299	8.7%
C	54	1.6%
Other values (5)	157	4.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3421	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	624	18.2%
I	355	10.4%
B	355	10.4%
D	355	10.4%
n	325	9.5%
c	299	8.7%
t	299	8.7%
r	299	8.7%
l	299	8.7%
C	54	1.6%
Other values (5)	157	4.6%

disease
Categorical

High correlation

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

IBD	355
healthy	299
CRC	27
adenoma	26

Length

Max length	7
Median length	3
Mean length	4.8387553
Min length	3

Characters and Unicode

Total characters	3421
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	adenoma
2nd row	adenoma
3rd row	adenoma
4th row	adenoma
5th row	adenoma

Common Values

Value	Count	Frequency (%)
IBD	355	50.2%
healthy	299	42.3%
CRC	27	3.8%
adenoma	26	3.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ibd	355	50.2%
healthy	299	42.3%
crc	27	3.8%
adenoma	26	3.7%

Most occurring characters

Value	Count	Frequency (%)
h	598	17.5%
I	355	10.4%
B	355	10.4%
D	355	10.4%
a	351	10.3%
e	325	9.5%
l	299	8.7%
t	299	8.7%
y	299	8.7%
C	54	1.6%
Other values (5)	131	3.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3421	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
h	598	17.5%
I	355	10.4%
B	355	10.4%
D	355	10.4%
a	351	10.3%
e	325	9.5%
l	299	8.7%
t	299	8.7%
y	299	8.7%
C	54	1.6%
Other values (5)	131	3.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3421	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
h	598	17.5%
I	355	10.4%
B	355	10.4%
D	355	10.4%
a	351	10.3%
e	325	9.5%
l	299	8.7%
t	299	8.7%
y	299	8.7%
C	54	1.6%
Other values (5)	131	3.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3421	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
h	598	17.5%
I	355	10.4%
B	355	10.4%
D	355	10.4%
a	351	10.3%
e	325	9.5%
l	299	8.7%
t	299	8.7%
y	299	8.7%
C	54	1.6%
Other values (5)	131	3.8%

age
Real number (ℝ)

High correlation Missing

Distinct	38
Distinct (%)	46.9%
Missing	626
Missing (%)	88.5%
Infinite	0
Infinite (%)	0.0%
Mean	58.580247

Minimum	35
Maximum	88
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.7 KiB

Quantile statistics

Minimum	35
5-th percentile	43
Q1	51
median	59
Q3	65
95-th percentile	75
Maximum	88
Range	53
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	10.793359
Coefficient of variation (CV)	0.18424913
Kurtosis	-0.17597086
Mean	58.580247
Median Absolute Deviation (MAD)	8
Skewness	0.16569532
Sum	4745
Variance	116.4966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
51	7	1.0%
61	5	0.7%
69	4	0.6%
63	4	0.6%
64	4	0.6%
65	4	0.6%
58	3	0.4%
47	3	0.4%
59	3	0.4%
52	3	0.4%
Other values (28)	41	5.8%
(Missing)	626	88.5%

Value	Count	Frequency (%)
35	1	0.1%
37	2	0.3%
42	1	0.1%
43	2	0.3%
44	1	0.1%
45	2	0.3%
46	1	0.1%
47	3	0.4%
48	1	0.1%
49	2	0.3%

Value	Count	Frequency (%)
88	1	0.1%
82	1	0.1%
80	1	0.1%
76	1	0.1%
75	2	0.3%
73	2	0.3%
72	1	0.1%
71	2	0.3%
70	1	0.1%
69	4	0.6%

infant_age
Categorical

High correlation Missing

Distinct	5
Distinct (%)	3.2%
Missing	552
Missing (%)	78.1%
Memory size	5.7 KiB

60.0	33
14.0	32
30.0	32
90.0	31
0.0	27

Length

Max length	4
Median length	4
Mean length	3.8258065
Min length	3

Characters and Unicode

Total characters	593
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	60.0
2nd row	90.0
3rd row	14.0
4th row	30.0
5th row	60.0

Common Values

Value	Count	Frequency (%)
60.0	33	4.7%
14.0	32	4.5%
30.0	32	4.5%
90.0	31	4.4%
0.0	27	3.8%
(Missing)	552	78.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
60.0	33	21.3%
14.0	32	20.6%
30.0	32	20.6%
90.0	31	20.0%
0.0	27	17.4%

Most occurring characters

Value	Count	Frequency (%)
0	278	46.9%
.	155	26.1%
6	33	5.6%
1	32	5.4%
4	32	5.4%
3	32	5.4%
9	31	5.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	593	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	278	46.9%
.	155	26.1%
6	33	5.6%
1	32	5.4%
4	32	5.4%
3	32	5.4%
9	31	5.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	593	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	278	46.9%
.	155	26.1%
6	33	5.6%
1	32	5.4%
4	32	5.4%
3	32	5.4%
9	31	5.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	593	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	278	46.9%
.	155	26.1%
6	33	5.6%
1	32	5.4%
4	32	5.4%
3	32	5.4%
9	31	5.2%

age_category
Categorical

High correlation

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

adult	530
newborn	155
senior	22

Length

Max length	7
Median length	5
Mean length	5.4695898
Min length	5

Characters and Unicode

Total characters	3867
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	adult
2nd row	adult
3rd row	senior
4th row	senior
5th row	adult

Common Values

Value	Count	Frequency (%)
adult	530	75.0%
newborn	155	21.9%
senior	22	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
adult	530	75.0%
newborn	155	21.9%
senior	22	3.1%

Most occurring characters

Value	Count	Frequency (%)
a	530	13.7%
d	530	13.7%
u	530	13.7%
l	530	13.7%
t	530	13.7%
n	332	8.6%
e	177	4.6%
o	177	4.6%
r	177	4.6%
w	155	4.0%
Other values (3)	199	5.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3867	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	530	13.7%
d	530	13.7%
u	530	13.7%
l	530	13.7%
t	530	13.7%
n	332	8.6%
e	177	4.6%
o	177	4.6%
r	177	4.6%
w	155	4.0%
Other values (3)	199	5.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3867	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	530	13.7%
d	530	13.7%
u	530	13.7%
l	530	13.7%
t	530	13.7%
n	332	8.6%
e	177	4.6%
o	177	4.6%
r	177	4.6%
w	155	4.0%
Other values (3)	199	5.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3867	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	530	13.7%
d	530	13.7%
u	530	13.7%
l	530	13.7%
t	530	13.7%
n	332	8.6%
e	177	4.6%
o	177	4.6%
r	177	4.6%
w	155	4.0%
Other values (3)	199	5.1%

gender
Categorical

High correlation

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

female	464
male	243

Length

Max length	6
Median length	6
Mean length	5.3125884
Min length	4

Characters and Unicode

Total characters	3756
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	female
2nd row	male
3rd row	male
4th row	female
5th row	female

Common Values

Value	Count	Frequency (%)
female	464	65.6%
male	243	34.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
female	464	65.6%
male	243	34.4%

Most occurring characters

Value	Count	Frequency (%)
e	1171	31.2%
m	707	18.8%
a	707	18.8%
l	707	18.8%
f	464	12.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3756	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1171	31.2%
m	707	18.8%
a	707	18.8%
l	707	18.8%
f	464	12.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3756	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1171	31.2%
m	707	18.8%
a	707	18.8%
l	707	18.8%
f	464	12.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3756	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1171	31.2%
m	707	18.8%
a	707	18.8%
l	707	18.8%
f	464	12.4%

country
Categorical

High correlation

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

NLD	355
FIN	271
USA	54
CAN	27

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2121
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CAN
2nd row	CAN
3rd row	CAN
4th row	CAN
5th row	CAN

Common Values

Value	Count	Frequency (%)
NLD	355	50.2%
FIN	271	38.3%
USA	54	7.6%
CAN	27	3.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
nld	355	50.2%
fin	271	38.3%
usa	54	7.6%
can	27	3.8%

Most occurring characters

Value	Count	Frequency (%)
N	653	30.8%
L	355	16.7%
D	355	16.7%
F	271	12.8%
I	271	12.8%
A	81	3.8%
U	54	2.5%
S	54	2.5%
C	27	1.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2121	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	653	30.8%
L	355	16.7%
D	355	16.7%
F	271	12.8%
I	271	12.8%
A	81	3.8%
U	54	2.5%
S	54	2.5%
C	27	1.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2121	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	653	30.8%
L	355	16.7%
D	355	16.7%
F	271	12.8%
I	271	12.8%
A	81	3.8%
U	54	2.5%
S	54	2.5%
C	27	1.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2121	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	653	30.8%
L	355	16.7%
D	355	16.7%
F	271	12.8%
I	271	12.8%
A	81	3.8%
U	54	2.5%
S	54	2.5%
C	27	1.3%

non_westernized
Boolean

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	839.0 B

False	707

Value	Count	Frequency (%)
False	707	100.0%

sequencing_platform
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

IlluminaHiSeq	707

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	9191
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	IlluminaHiSeq
2nd row	IlluminaHiSeq
3rd row	IlluminaHiSeq
4th row	IlluminaHiSeq
5th row	IlluminaHiSeq

Common Values

Value	Count	Frequency (%)
IlluminaHiSeq	707	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
illuminahiseq	707	100.0%

Most occurring characters

Value	Count	Frequency (%)
l	1414	15.4%
i	1414	15.4%
I	707	7.7%
u	707	7.7%
m	707	7.7%
n	707	7.7%
a	707	7.7%
H	707	7.7%
S	707	7.7%
e	707	7.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9191	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	1414	15.4%
i	1414	15.4%
I	707	7.7%
u	707	7.7%
m	707	7.7%
n	707	7.7%
a	707	7.7%
H	707	7.7%
S	707	7.7%
e	707	7.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9191	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	1414	15.4%
i	1414	15.4%
I	707	7.7%
u	707	7.7%
m	707	7.7%
n	707	7.7%
a	707	7.7%
H	707	7.7%
S	707	7.7%
e	707	7.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9191	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	1414	15.4%
i	1414	15.4%
I	707	7.7%
u	707	7.7%
m	707	7.7%
n	707	7.7%
a	707	7.7%
H	707	7.7%
S	707	7.7%
e	707	7.7%

DNA_extraction_kit
Categorical

High correlation

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

Qiagen	355
PowerSoil	271
MoBio	81

Length

Max length	9
Median length	6
Mean length	7.0353607
Min length	5

Characters and Unicode

Total characters	4974
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MoBio
2nd row	MoBio
3rd row	MoBio
4th row	MoBio
5th row	MoBio

Common Values

Value	Count	Frequency (%)
Qiagen	355	50.2%
PowerSoil	271	38.3%
MoBio	81	11.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
qiagen	355	50.2%
powersoil	271	38.3%
mobio	81	11.5%

Most occurring characters

Value	Count	Frequency (%)
i	707	14.2%
o	704	14.2%
e	626	12.6%
Q	355	7.1%
a	355	7.1%
g	355	7.1%
n	355	7.1%
P	271	5.4%
w	271	5.4%
r	271	5.4%
Other values (4)	704	14.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4974	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	707	14.2%
o	704	14.2%
e	626	12.6%
Q	355	7.1%
a	355	7.1%
g	355	7.1%
n	355	7.1%
P	271	5.4%
w	271	5.4%
r	271	5.4%
Other values (4)	704	14.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4974	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	707	14.2%
o	704	14.2%
e	626	12.6%
Q	355	7.1%
a	355	7.1%
g	355	7.1%
n	355	7.1%
P	271	5.4%
w	271	5.4%
r	271	5.4%
Other values (4)	704	14.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4974	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	707	14.2%
o	704	14.2%
e	626	12.6%
Q	355	7.1%
a	355	7.1%
g	355	7.1%
n	355	7.1%
P	271	5.4%
w	271	5.4%
r	271	5.4%
Other values (4)	704	14.2%

PMID
Categorical

High correlation

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

30567928	355
30001517	271
30459201	81

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	5656
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	30459201
2nd row	30459201
3rd row	30459201
4th row	30459201
5th row	30459201

Common Values

Value	Count	Frequency (%)
30567928	355	50.2%
30001517	271	38.3%
30459201	81	11.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
30567928	355	50.2%
30001517	271	38.3%
30459201	81	11.5%

Most occurring characters

Value	Count	Frequency (%)
0	1330	23.5%
3	707	12.5%
5	707	12.5%
7	626	11.1%
1	623	11.0%
9	436	7.7%
2	436	7.7%
6	355	6.3%
8	355	6.3%
4	81	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5656	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1330	23.5%
3	707	12.5%
5	707	12.5%
7	626	11.1%
1	623	11.0%
9	436	7.7%
2	436	7.7%
6	355	6.3%
8	355	6.3%
4	81	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5656	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1330	23.5%
3	707	12.5%
5	707	12.5%
7	626	11.1%
1	623	11.0%
9	436	7.7%
2	436	7.7%
6	355	6.3%
8	355	6.3%
4	81	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5656	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1330	23.5%
3	707	12.5%
5	707	12.5%
7	626	11.1%
1	623	11.0%
9	436	7.7%
2	436	7.7%
6	355	6.3%
8	355	6.3%
4	81	1.4%

number_reads
Real number (ℝ)

High correlation Unique

Distinct	707
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23644491

Minimum	17146
Maximum	61282548
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.7 KiB

Quantile statistics

Minimum	17146
5-th percentile	3704368
Q1	14631833
median	22911696
Q3	33073995
95-th percentile	43157820
Maximum	61282548
Range	61265402
Interquartile range (IQR)	18442162

Descriptive statistics

Standard deviation	12319299
Coefficient of variation (CV)	0.52102195
Kurtosis	-0.54290552
Mean	23644491
Median Absolute Deviation (MAD)	9071348
Skewness	0.15906303
Sum	1.6716655 × 10¹⁰
Variance	1.5176513 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6133350	1	0.1%
24298490	1	0.1%
32354982	1	0.1%
40224828	1	0.1%
35364602	1	0.1%
26496	1	0.1%
34216240	1	0.1%
32741126	1	0.1%
28962234	1	0.1%
22129382	1	0.1%
Other values (697)	697	98.6%

Value	Count	Frequency (%)
17146	1	0.1%
26496	1	0.1%
52356	1	0.1%
69510	1	0.1%
125344	1	0.1%
194214	1	0.1%
198646	1	0.1%
330750	1	0.1%
348544	1	0.1%
611596	1	0.1%

Value	Count	Frequency (%)
61282548	1	0.1%
57831136	1	0.1%
57570980	1	0.1%
54594488	1	0.1%
53033258	1	0.1%
52420562	1	0.1%
51078896	1	0.1%
50441276	1	0.1%
50113134	1	0.1%
49914668	1	0.1%

number_bases
Real number (ℝ)

High correlation Unique

Distinct	707
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3412048 × 10⁹

Minimum	2086283
Maximum	6.0902587 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.7 KiB

Quantile statistics

Minimum	2086283
5-th percentile	4.5041067 × 10⁸
Q1	1.4536673 × 10⁹
median	2.2335913 × 10⁹
Q3	3.247629 × 10⁹
95-th percentile	4.2638767 × 10⁹
Maximum	6.0902587 × 10⁹
Range	6.0881724 × 10⁹
Interquartile range (IQR)	1.7939617 × 10⁹

Descriptive statistics

Standard deviation	1.1995216 × 10⁹
Coefficient of variation (CV)	0.51235226
Kurtosis	-0.4914903
Mean	2.3412048 × 10⁹
Median Absolute Deviation (MAD)	8.7806468 × 10⁸
Skewness	0.22538048
Sum	1.6552318 × 10¹²
Variance	1.438852 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
763336051	1	0.1%
2399181212	1	0.1%
3213885342	1	0.1%
3999590449	1	0.1%
3476933937	1	0.1%
2443992	1	0.1%
3362292000	1	0.1%
3231276322	1	0.1%
2855311495	1	0.1%
2189611119	1	0.1%
Other values (697)	697	98.6%

Value	Count	Frequency (%)
2086283	1	0.1%
2443992	1	0.1%
6483099	1	0.1%
6625974	1	0.1%
12254835	1	0.1%
19193033	1	0.1%
19211612	1	0.1%
34675905	1	0.1%
41203287	1	0.1%
59380464	1	0.1%

Value	Count	Frequency (%)
6090258687	1	0.1%
5748426209	1	0.1%
5712739338	1	0.1%
5417298173	1	0.1%
5281156418	1	0.1%
5076562618	1	0.1%
5074055134	1	0.1%
5010104788	1	0.1%
4992535615	1	0.1%
4961648630	1	0.1%

minimum_read_length
Real number (ℝ)

High correlation

Distinct	13
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.762376

Minimum	50
Maximum	80
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.7 KiB

Quantile statistics

Minimum	50
5-th percentile	50
Q1	57
median	60
Q3	60
95-th percentile	75
Maximum	80
Range	30
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	7.2497025
Coefficient of variation (CV)	0.12130881
Kurtosis	0.43237454
Mean	59.762376
Median Absolute Deviation (MAD)	0
Skewness	0.78733893
Sum	42252
Variance	52.558186
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
60	398	56.3%
50	85	12.0%
75	81	11.5%
51	77	10.9%
57	22	3.1%
64	15	2.1%
63	10	1.4%
52	7	1.0%
78	5	0.7%
71	3	0.4%
Other values (3)	4	0.6%

Value	Count	Frequency (%)
50	85	12.0%
51	77	10.9%
52	7	1.0%
57	22	3.1%
60	398	56.3%
63	10	1.4%
64	15	2.1%
71	3	0.4%
73	1	0.1%
75	81	11.5%

Value	Count	Frequency (%)
80	2	0.3%
78	5	0.7%
76	1	0.1%
75	81	11.5%
73	1	0.1%
71	3	0.4%
64	15	2.1%
63	10	1.4%
60	398	56.3%
57	22	3.1%

median_read_length
Categorical

High correlation Imbalance

Distinct	5
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

101	619
126	79
100	6
125	2
95	1

Length

Max length	3
Median length	3
Mean length	2.9985856
Min length	2

Characters and Unicode

Total characters	2120
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	126
2nd row	126
3rd row	126
4th row	126
5th row	126

Common Values

Value	Count	Frequency (%)
101	619	87.6%
126	79	11.2%
100	6	0.8%
125	2	0.3%
95	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
101	619	87.6%
126	79	11.2%
100	6	0.8%
125	2	0.3%
95	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
1	1325	62.5%
0	631	29.8%
2	81	3.8%
6	79	3.7%
5	3	0.1%
9	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2120	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1325	62.5%
0	631	29.8%
2	81	3.8%
6	79	3.7%
5	3	0.1%
9	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2120	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1325	62.5%
0	631	29.8%
2	81	3.8%
6	79	3.7%
5	3	0.1%
9	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2120	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1325	62.5%
0	631	29.8%
2	81	3.8%
6	79	3.7%
5	3	0.1%
9	1	< 0.1%

NCBI_accession
Text

Missing

Distinct	352
Distinct (%)	100.0%
Missing	355
Missing (%)	50.2%
Memory size	5.7 KiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	3520
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	352 ?
Unique (%)	100.0%

Sample

1st row	SRR5665080
2nd row	SRR5665075
3rd row	SRR5665074
4th row	SRR5665073
5th row	SRR5665072

Value	Count	Frequency (%)
srr5665080	1	0.3%
srr7280919	1	0.3%
srr5665074	1	0.3%
srr5665073	1	0.3%
srr5665072	1	0.3%
srr5665079	1	0.3%
srr5665078	1	0.3%
srr5665077	1	0.3%
srr5665076	1	0.3%
srr5665134	1	0.3%
Other values (342)	342	97.2%

Most occurring characters

Value	Count	Frequency (%)
R	704	20.0%
8	427	12.1%
0	374	10.6%
S	352	10.0%
7	351	10.0%
2	344	9.8%
5	244	6.9%
6	233	6.6%
1	180	5.1%
9	158	4.5%
Other values (2)	153	4.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3520	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
R	704	20.0%
8	427	12.1%
0	374	10.6%
S	352	10.0%
7	351	10.0%
2	344	9.8%
5	244	6.9%
6	233	6.6%
1	180	5.1%
9	158	4.5%
Other values (2)	153	4.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3520	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
R	704	20.0%
8	427	12.1%
0	374	10.6%
S	352	10.0%
7	351	10.0%
2	344	9.8%
5	244	6.9%
6	233	6.6%
1	180	5.1%
9	158	4.5%
Other values (2)	153	4.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3520	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
R	704	20.0%
8	427	12.1%
0	374	10.6%
S	352	10.0%
7	351	10.0%
2	344	9.8%
5	244	6.9%
6	233	6.6%
1	180	5.1%
9	158	4.5%
Other values (2)	153	4.3%

pregnant
Boolean

High correlation Missing

Distinct	2
Distinct (%)	0.7%
Missing	436
Missing (%)	61.7%
Memory size	1.5 KiB

False	229
True	42
(Missing)	436

Value	Count	Frequency (%)
False	229	32.4%
True	42	5.9%
(Missing)	436	61.7%

lactating
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

curator
Categorical

High correlation

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

Ilya_Likhotkin;Paolo_Manghi	355
Marisa_Metzger	271
Paolo_Manghi	81

Length

Max length	27
Median length	27
Mean length	20.298444
Min length	12

Characters and Unicode

Total characters	14351
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Paolo_Manghi
2nd row	Paolo_Manghi
3rd row	Paolo_Manghi
4th row	Paolo_Manghi
5th row	Paolo_Manghi

Common Values

Value	Count	Frequency (%)
Ilya_Likhotkin;Paolo_Manghi	355	50.2%
Marisa_Metzger	271	38.3%
Paolo_Manghi	81	11.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ilya_likhotkin;paolo_manghi	355	50.2%
marisa_metzger	271	38.3%
paolo_manghi	81	11.5%

Most occurring characters

Value	Count	Frequency (%)
a	1769	12.3%
i	1417	9.9%
o	1227	8.5%
_	1062	7.4%
M	978	6.8%
h	791	5.5%
l	791	5.5%
n	791	5.5%
k	710	4.9%
g	707	4.9%
Other values (10)	4108	28.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14351	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1769	12.3%
i	1417	9.9%
o	1227	8.5%
_	1062	7.4%
M	978	6.8%
h	791	5.5%
l	791	5.5%
n	791	5.5%
k	710	4.9%
g	707	4.9%
Other values (10)	4108	28.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14351	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1769	12.3%
i	1417	9.9%
o	1227	8.5%
_	1062	7.4%
M	978	6.8%
h	791	5.5%
l	791	5.5%
n	791	5.5%
k	710	4.9%
g	707	4.9%
Other values (10)	4108	28.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14351	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1769	12.3%
i	1417	9.9%
o	1227	8.5%
_	1062	7.4%
M	978	6.8%
h	791	5.5%
l	791	5.5%
n	791	5.5%
k	710	4.9%
g	707	4.9%
Other values (10)	4108	28.6%

BMI
Real number (ℝ)

High correlation Missing

Distinct	75
Distinct (%)	93.8%
Missing	627
Missing (%)	88.7%
Infinite	0
Infinite (%)	0.0%
Mean	28.05552

Minimum	18.662015
Maximum	57.463494
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.7 KiB

Quantile statistics

Minimum	18.662015
5-th percentile	21.09295
Q1	23.863606
median	27.019632
Q3	31.606655
95-th percentile	35.89538
Maximum	57.463494
Range	38.801479
Interquartile range (IQR)	7.7430497

Descriptive statistics

Standard deviation	6.1195984
Coefficient of variation (CV)	0.21812457
Kurtosis	6.1087119
Mean	28.05552
Median Absolute Deviation (MAD)	3.4462189
Skewness	1.7809348
Sum	2244.4416
Variance	37.449485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.33821064	3	0.4%
35.49786654	2	0.3%
21.1552942	2	0.3%
27.82931354	2	0.3%
21.51385851	1	0.1%
46.36734694	1	0.1%
29.75206612	1	0.1%
21.62064772	1	0.1%
23.082542	1	0.1%
34.47772096	1	0.1%
Other values (65)	65	9.2%
(Missing)	627	88.7%

Value	Count	Frequency (%)
18.66201469	1	0.1%
20.56932966	1	0.1%
20.74755019	1	0.1%
20.82093992	1	0.1%
21.10726644	1	0.1%
21.1552942	2	0.3%
21.33821064	3	0.4%
21.51385851	1	0.1%
21.60493827	1	0.1%
21.62064772	1	0.1%

Value	Count	Frequency (%)
57.46349378	1	0.1%
46.36734694	1	0.1%
39.50617284	1	0.1%
37.78272346	1	0.1%
35.79604579	1	0.1%
35.49786654	2	0.3%
35.11123879	1	0.1%
34.90026578	1	0.1%
34.47772096	1	0.1%
33.56401384	1	0.1%

family
Text

Missing

Distinct	80
Distinct (%)	29.5%
Missing	436
Missing (%)	61.7%
Memory size	5.7 KiB

Length

Max length	20
Median length	20
Mean length	20
Min length	20

Characters and Unicode

Total characters	5420
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	1.5%

Sample

1st row	YassourM_2018_M0018C
2nd row	YassourM_2018_M0024M
3rd row	YassourM_2018_M0402C
4th row	YassourM_2018_M0402M
5th row	YassourM_2018_M0402M

Value	Count	Frequency (%)
yassourm_2018_m0059c	5	1.8%
yassourm_2018_m0259c	5	1.8%
yassourm_2018_m1098c	5	1.8%
yassourm_2018_m0297c	5	1.8%
yassourm_2018_m0487c	5	1.8%
yassourm_2018_m0261c	5	1.8%
yassourm_2018_m0450c	5	1.8%
yassourm_2018_m0038c	5	1.8%
yassourm_2018_m0084c	5	1.8%
yassourm_2018_m0399c	5	1.8%
Other values (70)	221	81.5%

Most occurring characters

Value	Count	Frequency (%)
0	658	12.1%
M	658	12.1%
s	542	10.0%
_	542	10.0%
2	374	6.9%
8	352	6.5%
1	340	6.3%
a	271	5.0%
Y	271	5.0%
r	271	5.0%
Other values (9)	1141	21.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5420	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	658	12.1%
M	658	12.1%
s	542	10.0%
_	542	10.0%
2	374	6.9%
8	352	6.5%
1	340	6.3%
a	271	5.0%
Y	271	5.0%
r	271	5.0%
Other values (9)	1141	21.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5420	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	658	12.1%
M	658	12.1%
s	542	10.0%
_	542	10.0%
2	374	6.9%
8	352	6.5%
1	340	6.3%
a	271	5.0%
Y	271	5.0%
r	271	5.0%
Other values (9)	1141	21.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5420	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	658	12.1%
M	658	12.1%
s	542	10.0%
_	542	10.0%
2	374	6.9%
8	352	6.5%
1	340	6.3%
a	271	5.0%
Y	271	5.0%
r	271	5.0%
Other values (9)	1141	21.1%

treatment
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

days_from_first_collection
Real number (ℝ)

High correlation Missing Zeros

Distinct	7
Distinct (%)	2.6%
Missing	436
Missing (%)	61.7%
Infinite	0
Infinite (%)	0.0%
Mean	54.118081

Minimum	0
Maximum	167
Zeros	69
Zeros (%)	9.8%
Negative	0
Negative (%)	0.0%
Memory size	5.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	60
Q3	77
95-th percentile	167
Maximum	167
Range	167
Interquartile range (IQR)	77

Descriptive statistics

Standard deviation	52.025002
Coefficient of variation (CV)	0.96132384
Kurtosis	-0.044597768
Mean	54.118081
Median Absolute Deviation (MAD)	30
Skewness	0.87688467
Sum	14666
Variance	2706.6008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	69	9.8%
77	43	6.1%
60	33	4.7%
14	32	4.5%
30	32	4.5%
90	31	4.4%
167	31	4.4%
(Missing)	436	61.7%

Value	Count	Frequency (%)
0	69	9.8%
14	32	4.5%
30	32	4.5%
60	33	4.7%
77	43	6.1%
90	31	4.4%
167	31	4.4%

Value	Count	Frequency (%)
167	31	4.4%
90	31	4.4%
77	43	6.1%
60	33	4.7%
30	32	4.5%
14	32	4.5%
0	69	9.8%

family_role
Categorical

High correlation Missing

Distinct	2
Distinct (%)	0.7%
Missing	436
Missing (%)	61.7%
Memory size	5.7 KiB

child	155
mother	116

Length

Max length	6
Median length	5
Mean length	5.4280443
Min length	5

Characters and Unicode

Total characters	1471
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	child
2nd row	mother
3rd row	child
4th row	mother
5th row	mother

Common Values

Value	Count	Frequency (%)
child	155	21.9%
mother	116	16.4%
(Missing)	436	61.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
child	155	57.2%
mother	116	42.8%

Most occurring characters

Value	Count	Frequency (%)
h	271	18.4%
c	155	10.5%
i	155	10.5%
l	155	10.5%
d	155	10.5%
m	116	7.9%
o	116	7.9%
t	116	7.9%
e	116	7.9%
r	116	7.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1471	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
h	271	18.4%
c	155	10.5%
i	155	10.5%
l	155	10.5%
d	155	10.5%
m	116	7.9%
o	116	7.9%
t	116	7.9%
e	116	7.9%
r	116	7.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1471	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
h	271	18.4%
c	155	10.5%
i	155	10.5%
l	155	10.5%
d	155	10.5%
m	116	7.9%
o	116	7.9%
t	116	7.9%
e	116	7.9%
r	116	7.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1471	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
h	271	18.4%
c	155	10.5%
i	155	10.5%
l	155	10.5%
d	155	10.5%
m	116	7.9%
o	116	7.9%
t	116	7.9%
e	116	7.9%
r	116	7.9%

born_method
Categorical

High correlation Missing

Distinct	2
Distinct (%)	1.3%
Missing	552
Missing (%)	78.1%
Memory size	5.7 KiB

vaginal	133
c_section	22

Length

Max length	9
Median length	7
Mean length	7.283871
Min length	7

Characters and Unicode

Total characters	1129
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	vaginal
2nd row	vaginal
3rd row	vaginal
4th row	vaginal
5th row	vaginal

Common Values

Value	Count	Frequency (%)
vaginal	133	18.8%
c_section	22	3.1%
(Missing)	552	78.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
vaginal	133	85.8%
c_section	22	14.2%

Most occurring characters

Value	Count	Frequency (%)
a	266	23.6%
i	155	13.7%
n	155	13.7%
v	133	11.8%
g	133	11.8%
l	133	11.8%
c	44	3.9%
_	22	1.9%
s	22	1.9%
e	22	1.9%
Other values (2)	44	3.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1129	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	266	23.6%
i	155	13.7%
n	155	13.7%
v	133	11.8%
g	133	11.8%
l	133	11.8%
c	44	3.9%
_	22	1.9%
s	22	1.9%
e	22	1.9%
Other values (2)	44	3.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1129	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	266	23.6%
i	155	13.7%
n	155	13.7%
v	133	11.8%
g	133	11.8%
l	133	11.8%
c	44	3.9%
_	22	1.9%
s	22	1.9%
e	22	1.9%
Other values (2)	44	3.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1129	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	266	23.6%
i	155	13.7%
n	155	13.7%
v	133	11.8%
g	133	11.8%
l	133	11.8%
c	44	3.9%
_	22	1.9%
s	22	1.9%
e	22	1.9%
Other values (2)	44	3.9%

feeding_practice
Categorical

High correlation Missing

Distinct	2
Distinct (%)	1.3%
Missing	556
Missing (%)	78.6%
Memory size	5.7 KiB

exclusively_breastfeeding	80
mixed_feeding	71

Length

Max length	25
Median length	25
Mean length	19.357616
Min length	13

Characters and Unicode

Total characters	2923
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	exclusively_breastfeeding
2nd row	mixed_feeding
3rd row	mixed_feeding
4th row	mixed_feeding
5th row	mixed_feeding

Common Values

Value	Count	Frequency (%)
exclusively_breastfeeding	80	11.3%
mixed_feeding	71	10.0%
(Missing)	556	78.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
exclusively_breastfeeding	80	53.0%
mixed_feeding	71	47.0%

Most occurring characters

Value	Count	Frequency (%)
e	613	21.0%
i	302	10.3%
d	222	7.6%
l	160	5.5%
s	160	5.5%
x	151	5.2%
g	151	5.2%
n	151	5.2%
f	151	5.2%
_	151	5.2%
Other values (9)	711	24.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	613	21.0%
i	302	10.3%
d	222	7.6%
l	160	5.5%
s	160	5.5%
x	151	5.2%
g	151	5.2%
n	151	5.2%
f	151	5.2%
_	151	5.2%
Other values (9)	711	24.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	613	21.0%
i	302	10.3%
d	222	7.6%
l	160	5.5%
s	160	5.5%
x	151	5.2%
g	151	5.2%
n	151	5.2%
f	151	5.2%
_	151	5.2%
Other values (9)	711	24.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	613	21.0%
i	302	10.3%
d	222	7.6%
l	160	5.5%
s	160	5.5%
x	151	5.2%
g	151	5.2%
n	151	5.2%
f	151	5.2%
_	151	5.2%
Other values (9)	711	24.3%

location
Categorical

High correlation Missing

Distinct	4
Distinct (%)	4.9%
Missing	626
Missing (%)	88.5%
Memory size	5.7 KiB

Toronto	27
Houston	27
AnnArbor	15
Boston	12

Length

Max length	8
Median length	7
Mean length	7.037037
Min length	6

Characters and Unicode

Total characters	570
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Toronto
2nd row	Toronto
3rd row	Toronto
4th row	Toronto
5th row	Toronto

Common Values

Value	Count	Frequency (%)
Toronto	27	3.8%
Houston	27	3.8%
AnnArbor	15	2.1%
Boston	12	1.7%
(Missing)	626	88.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
toronto	27	33.3%
houston	27	33.3%
annarbor	15	18.5%
boston	12	14.8%

Most occurring characters

Value	Count	Frequency (%)
o	174	30.5%
n	96	16.8%
t	66	11.6%
r	57	10.0%
s	39	6.8%
A	30	5.3%
T	27	4.7%
H	27	4.7%
u	27	4.7%
b	15	2.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	570	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	174	30.5%
n	96	16.8%
t	66	11.6%
r	57	10.0%
s	39	6.8%
A	30	5.3%
T	27	4.7%
H	27	4.7%
u	27	4.7%
b	15	2.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	570	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	174	30.5%
n	96	16.8%
t	66	11.6%
r	57	10.0%
s	39	6.8%
A	30	5.3%
T	27	4.7%
H	27	4.7%
u	27	4.7%
b	15	2.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	570	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	174	30.5%
n	96	16.8%
t	66	11.6%
r	57	10.0%
s	39	6.8%
A	30	5.3%
T	27	4.7%
H	27	4.7%
u	27	4.7%
b	15	2.6%

diet
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

travel_destination
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

visit_number
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

premature
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

birth_weight
Real number (ℝ)

High correlation Missing

Distinct	35
Distinct (%)	22.6%
Missing	552
Missing (%)	78.1%
Infinite	0
Infinite (%)	0.0%
Mean	3474.1935

Minimum	2650
Maximum	4330
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.7 KiB

Quantile statistics

Minimum	2650
5-th percentile	2913
Q1	3205
median	3505
Q3	3660
95-th percentile	4005
Maximum	4330
Range	1680
Interquartile range (IQR)	455

Descriptive statistics

Standard deviation	355.53667
Coefficient of variation (CV)	0.10233646
Kurtosis	0.10306626
Mean	3474.1935
Median Absolute Deviation (MAD)	235
Skewness	0.0039501813
Sum	538500
Variance	126406.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
3090	10	1.4%
4005	9	1.3%
3270	5	0.7%
3385	5	0.7%
3685	5	0.7%
3570	5	0.7%
3175	5	0.7%
3210	5	0.7%
3205	5	0.7%
3640	5	0.7%
Other values (25)	96	13.6%
(Missing)	552	78.1%

Value	Count	Frequency (%)
2650	4	0.6%
2780	4	0.6%
2970	5	0.7%
3090	10	1.4%
3095	4	0.6%
3120	1	0.1%
3145	1	0.1%
3150	4	0.6%
3175	5	0.7%
3205	5	0.7%

Value	Count	Frequency (%)
4330	1	0.1%
4310	5	0.7%
4005	9	1.3%
3900	1	0.1%
3870	4	0.6%
3775	4	0.6%
3740	5	0.7%
3685	5	0.7%
3670	5	0.7%
3650	5	0.7%

gestational_age
Real number (ℝ)

High correlation Missing

Distinct	21
Distinct (%)	13.5%
Missing	552
Missing (%)	78.1%
Infinite	0
Infinite (%)	0.0%
Mean	39.981935

Minimum	36.6
Maximum	42.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.7 KiB

Quantile statistics

Minimum	36.6
5-th percentile	38
Q1	39
median	40.1
Q3	40.7
95-th percentile	42.1
Maximum	42.4
Range	5.8
Interquartile range (IQR)	1.7

Descriptive statistics

Standard deviation	1.2399451
Coefficient of variation (CV)	0.031012632
Kurtosis	0.084003382
Mean	39.981935
Median Absolute Deviation (MAD)	0.8
Skewness	-0.37036001
Sum	6197.2
Variance	1.5374638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
40.7	25	3.5%
39	13	1.8%
40.3	12	1.7%
40.9	10	1.4%
38	10	1.4%
40.1	9	1.3%
40.6	9	1.3%
40	6	0.8%
41.4	6	0.8%
41.7	5	0.7%
Other values (11)	50	7.1%
(Missing)	552	78.1%

Value	Count	Frequency (%)
36.6	4	0.6%
38	10	1.4%
38.4	5	0.7%
38.7	5	0.7%
38.9	5	0.7%
39	13	1.8%
39.1	5	0.7%
39.3	5	0.7%
39.4	4	0.6%
39.6	3	0.4%

Value	Count	Frequency (%)
42.4	5	0.7%
42.1	5	0.7%
41.7	5	0.7%
41.4	6	0.8%
40.9	10	1.4%
40.7	25	3.5%
40.6	9	1.3%
40.3	12	1.7%
40.1	9	1.3%
40	6	0.8%

antibiotics_family
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

disease_subtype
Categorical

High correlation Missing

Distinct	3
Distinct (%)	0.8%
Missing	352
Missing (%)	49.8%
Memory size	5.7 KiB

CD	216
UC	119
undetermined_colitis	20

Length

Max length	20
Median length	2
Mean length	3.0140845
Min length	2

Characters and Unicode

Total characters	1070
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	UC
2nd row	UC
3rd row	UC
4th row	CD
5th row	CD

Common Values

Value	Count	Frequency (%)
CD	216	30.6%
UC	119	16.8%
undetermined_colitis	20	2.8%
(Missing)	352	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
cd	216	60.8%
uc	119	33.5%
undetermined_colitis	20	5.6%

Most occurring characters

Value	Count	Frequency (%)
C	335	31.3%
D	216	20.2%
U	119	11.1%
e	60	5.6%
i	60	5.6%
n	40	3.7%
d	40	3.7%
t	40	3.7%
u	20	1.9%
r	20	1.9%
Other values (6)	120	11.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1070	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	335	31.3%
D	216	20.2%
U	119	11.1%
e	60	5.6%
i	60	5.6%
n	40	3.7%
d	40	3.7%
t	40	3.7%
u	20	1.9%
r	20	1.9%
Other values (6)	120	11.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1070	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	335	31.3%
D	216	20.2%
U	119	11.1%
e	60	5.6%
i	60	5.6%
n	40	3.7%
d	40	3.7%
t	40	3.7%
u	20	1.9%
r	20	1.9%
Other values (6)	120	11.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1070	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	335	31.3%
D	216	20.2%
U	119	11.1%
e	60	5.6%
i	60	5.6%
n	40	3.7%
d	40	3.7%
t	40	3.7%
u	20	1.9%
r	20	1.9%
Other values (6)	120	11.2%

days_after_onset
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

creatine
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

albumine
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

hscrp
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

ESR
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

ast
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

alt
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

globulin
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

urea_nitrogen
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

BASDAI
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

BASFI
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

alcohol
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

flg_genotype
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

population
Categorical

Constant Missing

Distinct	1
Distinct (%)	0.3%
Missing	352
Missing (%)	49.8%
Memory size	5.7 KiB

Dutch	355

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	1775
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Dutch
2nd row	Dutch
3rd row	Dutch
4th row	Dutch
5th row	Dutch

Common Values

Value	Count	Frequency (%)
Dutch	355	50.2%
(Missing)	352	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
dutch	355	100.0%

Most occurring characters

Value	Count	Frequency (%)
D	355	20.0%
u	355	20.0%
t	355	20.0%
c	355	20.0%
h	355	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1775	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
D	355	20.0%
u	355	20.0%
t	355	20.0%
c	355	20.0%
h	355	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1775	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
D	355	20.0%
u	355	20.0%
t	355	20.0%
c	355	20.0%
h	355	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1775	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
D	355	20.0%
u	355	20.0%
t	355	20.0%
c	355	20.0%
h	355	20.0%

menopausal_status
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

lifestyle
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

body_subsite
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

uncurated_metadata
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

tnm
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

triglycerides
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

hdl
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

ldl
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

hba1c
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

change_in_tumor_size
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

RECIST
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

ORR
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

smoker
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

ever_smoker
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

dental_sample_type
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

history_of_periodontitis
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

PPD_M
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

PPD_B
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

PPD_D
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

PPD_L
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

fobt
Boolean

High correlation Missing

Distinct	2
Distinct (%)	2.5%
Missing	626
Missing (%)	88.5%
Memory size	1.5 KiB

False	67
True	14
(Missing)	626

Value	Count	Frequency (%)
False	67	9.5%
True	14	2.0%
(Missing)	626	88.5%

disease_stage
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

disease_location
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

calprotectin
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

HBI
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

SCCAI
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

mumps
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

cholesterol
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

c_peptide
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

glucose
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

creatinine
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

bilubirin
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

prothrombin_time
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

wbc
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

rbc
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

hemoglobinometry
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

FMT_role
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

subcohort
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

fmt_id
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

remission
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

dyastolic_p
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

systolic_p
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

insulin_cat
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

adiponectin
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

glp_1
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

cd163
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

il_1
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

leptin
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

fgf_19
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

glutamate_decarboxylase_2_antibody
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

HLA
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

autoantibody_positive
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

age_seroconversion
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

age_T1D_diagnosis
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

hitchip_probe_class
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

previous_therapy
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

performance_status
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

toxicity_above_zero
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

PFS12
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

fasting_insulin
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

fasting_glucose
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

protein_intake
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

stec_count
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

shigatoxin_2_elisa
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

stool_texture
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

anti_PD_1
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

ajcc
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

smoke
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

bristol_score
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

hsCRP
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

LDL
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

mgs_richness
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

ferm_milk_prod_consumer
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

inr
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

birth_control_pil
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

c_section_type
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

hla_drb12
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

hla_dqa12
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

hla_dqa11
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

hla_drb11
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

zigosity
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

brinkman_index
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

alcohol_numeric
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

breastfeeding_duration
Real number (ℝ)

High correlation Missing

Distinct	29
Distinct (%)	21.3%
Missing	571
Missing (%)	80.8%
Infinite	0
Infinite (%)	0.0%
Mean	357.47794

Minimum	108
Maximum	735
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.7 KiB

Quantile statistics

Minimum	108
5-th percentile	110
Q1	276.25
median	365
Q3	411
95-th percentile	699
Maximum	735
Range	627
Interquartile range (IQR)	134.75

Descriptive statistics

Standard deviation	138.14951
Coefficient of variation (CV)	0.38645605
Kurtosis	1.1680694
Mean	357.47794
Median Absolute Deviation (MAD)	69
Skewness	0.68877722
Sum	48617
Variance	19085.288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
365	10	1.4%
326	5	0.7%
488	5	0.7%
699	5	0.7%
331	5	0.7%
408	5	0.7%
385	5	0.7%
376	5	0.7%
305	5	0.7%
246	5	0.7%
Other values (19)	81	11.5%
(Missing)	571	80.8%

Value	Count	Frequency (%)
108	4	0.6%
110	4	0.6%
147	4	0.6%
182	4	0.6%
217	4	0.6%
246	5	0.7%
265	4	0.6%
268	5	0.7%
279	5	0.7%
296	5	0.7%

Value	Count	Frequency (%)
735	4	0.6%
699	5	0.7%
488	5	0.7%
487	5	0.7%
486	4	0.6%
456	5	0.7%
419	4	0.6%
411	4	0.6%
409	4	0.6%
408	5	0.7%

formula_first_day
Real number (ℝ)

High correlation Missing

Distinct	22
Distinct (%)	14.5%
Missing	555
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	101.14474

Minimum	1
Maximum	252
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.7 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	101
Q3	184
95-th percentile	227
Maximum	252
Range	251
Interquartile range (IQR)	181

Descriptive statistics

Standard deviation	90.324683
Coefficient of variation (CV)	0.89302406
Kurtosis	-1.7662388
Mean	101.14474
Median Absolute Deviation (MAD)	94
Skewness	0.017678414
Sum	15374
Variance	8158.5484
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2	26	3.7%
3	22	3.1%
184	14	2.0%
183	9	1.3%
199	5	0.7%
172	5	0.7%
16	5	0.7%
194	5	0.7%
175	5	0.7%
186	5	0.7%
Other values (12)	51	7.2%
(Missing)	555	78.5%

Value	Count	Frequency (%)
1	5	0.7%
2	26	3.7%
3	22	3.1%
4	4	0.6%
6	1	0.1%
16	5	0.7%
47	5	0.7%
69	4	0.6%
101	5	0.7%
139	3	0.4%

Value	Count	Frequency (%)
252	5	0.7%
227	4	0.6%
199	5	0.7%
195	5	0.7%
194	5	0.7%
186	5	0.7%
184	14	2.0%
183	9	1.3%
182	5	0.7%
175	5	0.7%

ALT
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

eGFR
Unsupported

Missing Rejected Unsupported

Missing	707
Missing (%)	100.0%
Memory size	5.7 KiB

Interactions

Correlations

	BMI	DNA_extraction_kit	PMID	age	age_category	birth_weight	born_method	breastfeeding_duration	country	curator	days_from_first_collection	disease	disease_subtype	family_role	feeding_practice	fobt	formula_first_day	gender	gestational_age	infant_age	location	median_read_length	minimum_read_length	number_bases	number_reads	pregnant	study_condition	study_name
BMI	1.000	1.000	1.000	-0.181	0.000	NaN	0.000	NaN	0.000	1.000	NaN	0.083	0.000	0.000	0.000	0.275	NaN	0.277	NaN	0.000	0.159	0.000	NaN	-0.145	-0.145	0.000	0.083	1.000
DNA_extraction_kit	1.000	1.000	1.000	1.000	0.585	1.000	1.000	1.000	0.999	1.000	1.000	0.891	1.000	1.000	1.000	1.000	1.000	0.192	1.000	1.000	1.000	0.709	0.927	0.598	0.636	1.000	0.891	1.000
PMID	1.000	1.000	1.000	1.000	0.585	1.000	1.000	1.000	0.999	1.000	1.000	0.891	1.000	1.000	1.000	1.000	1.000	0.192	1.000	1.000	1.000	0.709	0.927	0.598	0.636	1.000	0.891	1.000
age	-0.181	1.000	1.000	1.000	0.868	NaN	0.000	NaN	0.398	1.000	NaN	0.203	0.000	0.000	0.000	0.069	NaN	0.000	NaN	0.000	0.155	0.000	NaN	0.006	0.005	0.000	0.203	1.000
age_category	0.000	0.585	0.585	0.868	1.000	1.000	1.000	1.000	0.619	0.585	0.784	0.553	1.000	0.992	1.000	0.000	1.000	0.158	1.000	1.000	0.286	0.372	0.525	0.323	0.321	0.482	0.553	0.585
birth_weight	NaN	1.000	1.000	NaN	1.000	1.000	0.353	-0.176	1.000	1.000	0.009	1.000	0.000	1.000	0.556	0.000	0.128	0.599	0.390	0.000	0.000	0.282	-0.056	0.015	0.012	1.000	1.000	1.000
born_method	0.000	1.000	1.000	0.000	1.000	0.353	1.000	0.483	1.000	1.000	0.000	1.000	0.000	1.000	0.200	0.000	0.343	0.112	0.470	0.000	0.000	0.000	0.000	0.000	0.000	1.000	1.000	1.000
breastfeeding_duration	NaN	1.000	1.000	NaN	1.000	-0.176	0.483	1.000	1.000	1.000	-0.030	1.000	0.000	1.000	0.452	0.000	0.406	0.448	-0.049	0.000	0.000	0.000	-0.089	0.079	0.078	1.000	1.000	1.000
country	0.000	0.999	0.999	0.398	0.619	1.000	1.000	1.000	1.000	0.999	1.000	0.832	1.000	1.000	1.000	0.000	1.000	0.188	1.000	1.000	0.987	0.579	0.755	0.495	0.518	1.000	0.832	0.999
curator	1.000	1.000	1.000	1.000	0.585	1.000	1.000	1.000	0.999	1.000	1.000	0.891	1.000	1.000	1.000	1.000	1.000	0.192	1.000	1.000	1.000	0.709	0.927	0.598	0.636	1.000	0.891	1.000
days_from_first_collection	NaN	1.000	1.000	NaN	0.784	0.009	0.000	-0.030	1.000	1.000	1.000	1.000	0.000	0.784	0.000	0.000	-0.028	0.364	-0.023	0.997	0.000	0.000	-0.001	0.077	0.077	0.540	1.000	1.000
disease	0.083	0.891	0.891	0.203	0.553	1.000	1.000	1.000	0.832	0.891	1.000	1.000	1.000	1.000	1.000	0.375	1.000	0.207	1.000	1.000	0.536	0.466	0.664	0.462	0.463	1.000	1.000	0.891
disease_subtype	0.000	1.000	1.000	0.000	1.000	0.000	0.000	0.000	1.000	1.000	0.000	1.000	1.000	0.000	0.000	0.000	0.000	0.214	0.000	0.000	0.000	1.000	1.000	0.000	0.000	0.000	1.000	1.000
family_role	0.000	1.000	1.000	0.000	0.992	1.000	1.000	1.000	1.000	1.000	0.784	1.000	0.000	1.000	1.000	0.000	1.000	0.494	1.000	1.000	0.000	0.000	0.109	0.240	0.237	0.482	1.000	1.000
feeding_practice	0.000	1.000	1.000	0.000	1.000	0.556	0.200	0.452	1.000	1.000	0.000	1.000	0.000	1.000	1.000	0.000	0.980	0.000	0.402	0.000	0.000	0.000	0.000	0.327	0.303	1.000	1.000	1.000
fobt	0.275	1.000	1.000	0.069	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.375	0.000	0.000	0.000	1.000	0.000	0.207	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.375	1.000
formula_first_day	NaN	1.000	1.000	NaN	1.000	0.128	0.343	0.406	1.000	1.000	-0.028	1.000	0.000	1.000	0.980	0.000	1.000	0.333	0.059	0.000	0.000	0.276	0.130	0.129	0.130	1.000	1.000	1.000
gender	0.277	0.192	0.192	0.000	0.158	0.599	0.112	0.448	0.188	0.192	0.364	0.207	0.214	0.494	0.000	0.207	0.333	1.000	0.453	0.000	0.000	0.159	0.195	0.217	0.219	0.231	0.207	0.192
gestational_age	NaN	1.000	1.000	NaN	1.000	0.390	0.470	-0.049	1.000	1.000	-0.023	1.000	0.000	1.000	0.402	0.000	0.059	0.453	1.000	0.000	0.000	0.195	-0.057	0.034	0.032	1.000	1.000	1.000
infant_age	0.000	1.000	1.000	0.000	1.000	0.000	0.000	0.000	1.000	1.000	0.997	1.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.061	0.119	0.300	0.293	1.000	1.000	1.000
location	0.159	1.000	1.000	0.155	0.286	0.000	0.000	0.000	0.987	1.000	0.000	0.536	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	1.000	0.167	0.123	0.000	0.536	1.000
median_read_length	0.000	0.709	0.709	0.000	0.372	0.282	0.000	0.000	0.579	0.709	0.000	0.466	1.000	0.000	0.000	0.000	0.276	0.159	0.195	0.061	0.000	1.000	0.615	0.324	0.353	0.000	0.466	0.709
minimum_read_length	NaN	0.927	0.927	NaN	0.525	-0.056	0.000	-0.089	0.755	0.927	-0.001	0.664	1.000	0.109	0.000	1.000	0.130	0.195	-0.057	0.119	1.000	0.615	1.000	-0.623	-0.628	0.000	0.664	0.927
number_bases	-0.145	0.598	0.598	0.006	0.323	0.015	0.000	0.079	0.495	0.598	0.077	0.462	0.000	0.240	0.327	0.000	0.129	0.217	0.034	0.300	0.167	0.324	-0.623	1.000	0.998	0.126	0.462	0.598
number_reads	-0.145	0.636	0.636	0.005	0.321	0.012	0.000	0.078	0.518	0.636	0.077	0.463	0.000	0.237	0.303	0.000	0.130	0.219	0.032	0.293	0.123	0.353	-0.628	0.998	1.000	0.133	0.463	0.636
pregnant	0.000	1.000	1.000	0.000	0.482	1.000	1.000	1.000	1.000	1.000	0.540	1.000	0.000	0.482	1.000	0.000	1.000	0.231	1.000	1.000	0.000	0.000	0.000	0.126	0.133	1.000	1.000	1.000
study_condition	0.083	0.891	0.891	0.203	0.553	1.000	1.000	1.000	0.832	0.891	1.000	1.000	1.000	1.000	1.000	0.375	1.000	0.207	1.000	1.000	0.536	0.466	0.664	0.462	0.463	1.000	1.000	0.891
study_name	1.000	1.000	1.000	1.000	0.585	1.000	1.000	1.000	0.999	1.000	1.000	0.891	1.000	1.000	1.000	1.000	1.000	0.192	1.000	1.000	1.000	0.709	0.927	0.598	0.636	1.000	0.891	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	study_name	sample_id	subject_id	body_site	antibiotics_current_use	study_condition	disease	age	infant_age	age_category	gender	country	non_westernized	sequencing_platform	DNA_extraction_kit	PMID	number_reads	number_bases	minimum_read_length	median_read_length	NCBI_accession	pregnant	lactating	curator	BMI	family	treatment	days_from_first_collection	family_role	born_method	feeding_practice	location	diet	travel_destination	visit_number	premature	birth_weight	gestational_age	antibiotics_family	disease_subtype	days_after_onset	creatine	albumine	hscrp	ESR	ast	alt	globulin	urea_nitrogen	BASDAI	BASFI	alcohol	flg_genotype	population	menopausal_status	lifestyle	body_subsite	uncurated_metadata	tnm	triglycerides	hdl	ldl	hba1c	change_in_tumor_size	RECIST	ORR	smoker	ever_smoker	dental_sample_type	history_of_periodontitis	PPD_M	PPD_B	PPD_D	PPD_L	fobt	disease_stage	disease_location	calprotectin	HBI	SCCAI	mumps	cholesterol	c_peptide	glucose	creatinine	bilubirin	prothrombin_time	wbc	rbc	hemoglobinometry	FMT_role	subcohort	fmt_id	remission	dyastolic_p	systolic_p	insulin_cat	adiponectin	glp_1	cd163	il_1	leptin	fgf_19	glutamate_decarboxylase_2_antibody	HLA	autoantibody_positive	age_seroconversion	age_T1D_diagnosis	hitchip_probe_class	previous_therapy	performance_status	toxicity_above_zero	PFS12	fasting_insulin	fasting_glucose	protein_intake	stec_count	shigatoxin_2_elisa	stool_texture	anti_PD_1	ajcc	smoke	bristol_score	hsCRP	LDL	mgs_richness	ferm_milk_prod_consumer	inr	birth_control_pil	c_section_type	hla_drb12	hla_dqa12	hla_dqa11	hla_drb11	zigosity	brinkman_index	alcohol_numeric	breastfeeding_duration	formula_first_day	ALT	eGFR
0	HanniganGD_2017	MG100208	HanniganGD_2017_A29	stool	no	adenoma	adenoma	45.0	NaN	adult	female	CAN	no	IlluminaHiSeq	MoBio	30459201	6133350	763336051	75	126	SRR5665080	NaN	NaN	Paolo_Manghi	31.626276	NaN	NaN	NaN	NaN	NaN	NaN	Toronto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	HanniganGD_2017	MG100207	HanniganGD_2017_A28	stool	no	adenoma	adenoma	50.0	NaN	adult	male	CAN	no	IlluminaHiSeq	MoBio	30459201	9320348	1161633690	75	126	SRR5665075	NaN	NaN	Paolo_Manghi	31.673469	NaN	NaN	NaN	NaN	NaN	NaN	Toronto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	HanniganGD_2017	MG100206	HanniganGD_2017_A27	stool	no	adenoma	adenoma	68.0	NaN	senior	male	CAN	no	IlluminaHiSeq	MoBio	30459201	6342570	787897159	75	126	SRR5665074	NaN	NaN	Paolo_Manghi	25.216253	NaN	NaN	NaN	NaN	NaN	NaN	Toronto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	HanniganGD_2017	MG100205	HanniganGD_2017_A26	stool	no	adenoma	adenoma	80.0	NaN	senior	female	CAN	no	IlluminaHiSeq	MoBio	30459201	12551662	1562374319	75	126	SRR5665073	NaN	NaN	Paolo_Manghi	28.719723	NaN	NaN	NaN	NaN	NaN	NaN	Toronto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	HanniganGD_2017	MG100204	HanniganGD_2017_A25	stool	no	adenoma	adenoma	63.0	NaN	adult	female	CAN	no	IlluminaHiSeq	MoBio	30459201	15176232	1883682219	75	126	SRR5665072	NaN	NaN	Paolo_Manghi	27.335640	NaN	NaN	NaN	NaN	NaN	NaN	Toronto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	HanniganGD_2017	MG100203	HanniganGD_2017_A24	stool	no	adenoma	adenoma	67.0	NaN	senior	female	CAN	no	IlluminaHiSeq	MoBio	30459201	8180768	1017721164	75	126	SRR5665079	NaN	NaN	Paolo_Manghi	25.558846	NaN	NaN	NaN	NaN	NaN	NaN	Toronto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	HanniganGD_2017	MG100202	HanniganGD_2017_A23	stool	no	adenoma	adenoma	64.0	NaN	adult	male	CAN	no	IlluminaHiSeq	MoBio	30459201	5502292	682604286	75	126	SRR5665078	NaN	NaN	Paolo_Manghi	25.057360	NaN	NaN	NaN	NaN	NaN	NaN	Toronto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	HanniganGD_2017	MG100201	HanniganGD_2017_A22	stool	no	adenoma	adenoma	68.0	NaN	senior	female	CAN	no	IlluminaHiSeq	MoBio	30459201	7447616	925042865	75	126	SRR5665077	NaN	NaN	Paolo_Manghi	31.588613	NaN	NaN	NaN	NaN	NaN	NaN	Toronto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	HanniganGD_2017	MG100200	HanniganGD_2017_A21	stool	no	adenoma	adenoma	50.0	NaN	adult	female	CAN	no	IlluminaHiSeq	MoBio	30459201	2673274	331955334	75	125	SRR5665076	NaN	NaN	Paolo_Manghi	23.828125	NaN	NaN	NaN	NaN	NaN	NaN	Toronto	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	HanniganGD_2017	MG100199	HanniganGD_2017_A20	stool	no	adenoma	adenoma	47.0	NaN	adult	female	USA	no	IlluminaHiSeq	MoBio	30459201	4172300	520248981	75	126	SRR5665134	NaN	NaN	Paolo_Manghi	24.221453	NaN	NaN	NaN	NaN	NaN	NaN	AnnArbor	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	no	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

	study_name	sample_id	subject_id	body_site	antibiotics_current_use	study_condition	disease	age	infant_age	age_category	gender	country	non_westernized	sequencing_platform	DNA_extraction_kit	PMID	number_reads	number_bases	minimum_read_length	median_read_length	NCBI_accession	pregnant	lactating	curator	BMI	family	treatment	days_from_first_collection	family_role	born_method	feeding_practice	location	diet	travel_destination	visit_number	premature	birth_weight	gestational_age	antibiotics_family	disease_subtype	days_after_onset	creatine	albumine	hscrp	ESR	ast	alt	globulin	urea_nitrogen	BASDAI	BASFI	alcohol	flg_genotype	population	menopausal_status	lifestyle	body_subsite	uncurated_metadata	tnm	triglycerides	hdl	ldl	hba1c	change_in_tumor_size	RECIST	ORR	smoker	ever_smoker	dental_sample_type	history_of_periodontitis	PPD_M	PPD_B	PPD_D	PPD_L	fobt	disease_stage	disease_location	calprotectin	HBI	SCCAI	mumps	cholesterol	c_peptide	glucose	creatinine	bilubirin	prothrombin_time	wbc	rbc	hemoglobinometry	FMT_role	subcohort	fmt_id	remission	dyastolic_p	systolic_p	insulin_cat	adiponectin	glp_1	cd163	il_1	leptin	fgf_19	glutamate_decarboxylase_2_antibody	HLA	autoantibody_positive	age_seroconversion	age_T1D_diagnosis	hitchip_probe_class	previous_therapy	performance_status	toxicity_above_zero	PFS12	fasting_insulin	fasting_glucose	protein_intake	stec_count	shigatoxin_2_elisa	stool_texture	anti_PD_1	ajcc	smoke	bristol_score	hsCRP	LDL	mgs_richness	ferm_milk_prod_consumer	inr	birth_control_pil	c_section_type	hla_drb12	hla_dqa12	hla_dqa11	hla_drb11	zigosity	brinkman_index	alcohol_numeric	breastfeeding_duration	formula_first_day	ALT	eGFR
697	YassourM_2018	G102213	M0038M	stool	NaN	control	healthy	NaN	NaN	adult	female	FIN	no	IlluminaHiSeq	PowerSoil	30001517	34497674	3405400567	57	101	SRR7281035	no	NaN	Marisa_Metzger	NaN	YassourM_2018_M0038M	NaN	167.0	mother	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
698	YassourM_2018	G104686	M0053C	stool	NaN	control	healthy	NaN	0.0	newborn	male	FIN	no	IlluminaHiSeq	PowerSoil	30001517	951324	94442466	50	101	SRR7281036	no	NaN	Marisa_Metzger	NaN	YassourM_2018_M0053C	NaN	0.0	child	vaginal	NaN	NaN	NaN	NaN	NaN	NaN	3120.0	41.4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
699	YassourM_2018	G102217	M0038C	stool	NaN	control	healthy	NaN	60.0	newborn	male	FIN	no	IlluminaHiSeq	PowerSoil	30001517	33034210	3257723756	60	101	SRR7281038	no	NaN	Marisa_Metzger	NaN	YassourM_2018_M0038C	NaN	60.0	child	vaginal	mixed_feeding	NaN	NaN	NaN	NaN	NaN	3620.0	39.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	246.0	2.0	NaN	NaN
700	YassourM_2018	G102218	M0038C	stool	NaN	control	healthy	NaN	90.0	newborn	male	FIN	no	IlluminaHiSeq	PowerSoil	30001517	42100416	4160467769	60	101	SRR7281039	no	NaN	Marisa_Metzger	NaN	YassourM_2018_M0038C	NaN	90.0	child	vaginal	mixed_feeding	NaN	NaN	NaN	NaN	NaN	3620.0	39.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	246.0	2.0	NaN	NaN
701	YassourM_2018	G102211	M0038M	stool	NaN	control	healthy	NaN	NaN	adult	female	FIN	no	IlluminaHiSeq	PowerSoil	30001517	39973032	3948822776	60	101	SRR7281040	yes	NaN	Marisa_Metzger	NaN	YassourM_2018_M0038M	NaN	0.0	mother	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
702	YassourM_2018	G102212	M0038M	stool	NaN	control	healthy	NaN	NaN	adult	female	FIN	no	IlluminaHiSeq	PowerSoil	30001517	22249756	2189057656	76	100	SRR7281041	no	NaN	Marisa_Metzger	NaN	YassourM_2018_M0038M	NaN	77.0	mother	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
703	YassourM_2018	G104681	M0024M	stool	NaN	control	healthy	NaN	NaN	adult	female	FIN	no	IlluminaHiSeq	PowerSoil	30001517	61282548	6090258687	50	101	SRR7281042	yes	NaN	Marisa_Metzger	NaN	YassourM_2018_M0024M	NaN	0.0	mother	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
704	YassourM_2018	G102214	M0038C	stool	NaN	control	healthy	NaN	0.0	newborn	male	FIN	no	IlluminaHiSeq	PowerSoil	30001517	9321366	915709861	64	101	SRR7281043	no	NaN	Marisa_Metzger	NaN	YassourM_2018_M0038C	NaN	0.0	child	vaginal	mixed_feeding	NaN	NaN	NaN	NaN	NaN	3620.0	39.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	246.0	2.0	NaN	NaN
705	YassourM_2018	G102215	M0038C	stool	NaN	control	healthy	NaN	14.0	newborn	male	FIN	no	IlluminaHiSeq	PowerSoil	30001517	25838128	2547202702	63	101	SRR7281044	no	NaN	Marisa_Metzger	NaN	YassourM_2018_M0038C	NaN	14.0	child	vaginal	mixed_feeding	NaN	NaN	NaN	NaN	NaN	3620.0	39.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	246.0	2.0	NaN	NaN
706	YassourM_2018	G102216	M0038C	stool	NaN	control	healthy	NaN	30.0	newborn	male	FIN	no	IlluminaHiSeq	PowerSoil	30001517	33162504	3264202576	64	101	SRR7281045	no	NaN	Marisa_Metzger	NaN	YassourM_2018_M0038C	NaN	30.0	child	vaginal	mixed_feeding	NaN	NaN	NaN	NaN	NaN	3620.0	39.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	246.0	2.0	NaN	NaN

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category